Run
572976

Run 572976

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ctree.bagged(1)Learner mlr.classif.ctree.bagged from package(s) party.
mlr.classif.ctree.bagged(1)_bw.iters100
mlr.classif.ctree.bagged(1)_openml.seed1
mlr.classif.ctree.bagged(1)_openml.kindMersenne-Twister
mlr.classif.ctree.bagged(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1458
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
54.73
UserCPU time millis testing
5.8
UserCPU time millis training
48.93